[Chat] fix readme (#5989)

[varshith-Git]

• fix readme

• fix readme, tokenization fully tested

• fix readme, tokenization fully tested

• [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

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